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Next Frame Prediction in Video Sequence

Predicting segmentation mask of next 11 frames of a video given the first 11 frames. The dataset features synthetic videos with interacting 3D shapes.

Charvi Gupta, Anisha Bhattnagar, Anoushka Gupta

May 2, 2023 Deep Learning, Self Supervised Learning, Computer Vision

Next Frame Prediction in Video Sequence

Evaluating different training methods on QA datasets

We aim to compare and contrast a variety of training configurations on the task of fine tuning a T5 model on QA datasets (BioQA and GSM) to understand their performance

Charvi Gupta, Rushabh Musthyala

Dec 2, 2022 Large Language Model, GPU Training, Deep Learning

Evaluating different training methods on QA datasets

Understanding Data and Model Parallelism for training large networks

Summary of PipeDream and PipeDream-2BW training systems for large scale models

Charvi Gupta

Oct 27, 2022 Deep Learning, Model Training

An example preprint / working paper

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Charvi Gupta

Apr 7, 2019

An example preprint / working paper